Participants were 1001 Australian Internet users, aged 18–85, self-reporting participation in online gambling at least once in the 30 days prior to completing the survey. Land-based venues are highly accessible and legally provide lottery products, EGMs, sports betting, race wagering, poker, and casino card/table games. The software providers that online casinos or sportsbooks choose to partner with are crucial to that online gambling site’s identity. Beyond determining app functionality, the casino game selection available or betting app offerings are also affected by the quality of the developers present.
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The unique contribution of each online or venue gambling activity and potentially related demographic details to PGSI and K6 scores were examined using Quasi-Poisson regressions. We used a recently developed variance-based method of calculating R2 to derive estimates of the variance accounted for by each regression . These R2v values were calculated using the rsq package in R . We report R2v values that have been adjusted for the number of predictors in each model (e.g., adj. R2v).
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Each of these composite count variables used the total number of activities that participants had engaged in at least once in the preceding 30 days. The total number of online activities could range from one to seven, and the total number of venue activities could range from zero to seven. Potential participants were required to be age 18 years or older, be active Internet users, and have English comprehension. Participants were recruited from an existing database of potential research participants held by market research company Qualtrics. Overall panel and study response rates were not provided to the research team.
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